From 879dee33958068f15dc1949bdf59fbae0b772109 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?J=C3=A9r=C3=B4me=20Euzenat?= <Jerome.Euzenat@inria.fr>
Date: Wed, 8 Jul 2009 15:15:26 +0000
Subject: [PATCH] - updated tutorial given at ESSOESW 2009 (version pre 4.0)

---
 html/tutorial/MyApp.java         |  18 ++-
 html/tutorial/index.html         | 212 ++++++++++++++++---------------
 html/tutorial/script.bat         |   4 +-
 html/tutorial/script.sh          |   5 +-
 html/tutorial/server.html        |  12 +-
 html/tutorial/server/invert1.png | Bin 0 -> 60735 bytes
 6 files changed, 132 insertions(+), 119 deletions(-)
 create mode 100644 html/tutorial/server/invert1.png

diff --git a/html/tutorial/MyApp.java b/html/tutorial/MyApp.java
index 3b31934a..9733b810 100644
--- a/html/tutorial/MyApp.java
+++ b/html/tutorial/MyApp.java
@@ -1,7 +1,7 @@
 /*
  * $Id$
  *
- * Copyright (C) INRIA, 2006-2008
+ * Copyright (C) INRIA, 2006-2009
  *
  * Modifications to the initial code base are copyright of their
  * respective authors, or their employers as appropriate.  Authorship
@@ -35,7 +35,8 @@ import org.semanticweb.owl.align.Evaluator;
 import fr.inrialpes.exmo.align.impl.BasicAlignment;
 import fr.inrialpes.exmo.align.impl.BasicParameters;
 import fr.inrialpes.exmo.align.impl.method.StringDistAlignment;
-import fr.inrialpes.exmo.align.impl.renderer.SWRLRendererVisitor;
+import fr.inrialpes.exmo.align.impl.renderer.OWLAxiomsRendererVisitor;
+import fr.inrialpes.exmo.align.impl.renderer.RDFRendererVisitor;
 import fr.inrialpes.exmo.align.impl.eval.PRecEvaluator;
 import fr.inrialpes.exmo.align.parser.AlignmentParser;
 
@@ -97,20 +98,23 @@ public class MyApp {
 
 	    double best = 0.;
 	    Alignment result = null;
-	    for ( int i = 0; i <= 10 ; i = i+2 ){
+	    Parameters p = new BasicParameters();
+	    for ( int i = 0; i <= 10 ; i += 2 ){
 		a1.cut( ((double)i)/10 );
-		evaluator.eval( new BasicParameters() );
-		System.err.println("Threshold "+(((double)i)/10)+" : "+((PRecEvaluator)evaluator).getFmeasure());
+		// JE: I do not understand why I must create a new one!
+		evaluator = new PRecEvaluator( reference, a1 );
+		evaluator.eval( p );
+		System.err.println("Threshold "+(((double)i)/10)+" : "+((PRecEvaluator)evaluator).getFmeasure()+" over "+a1.nbCells()+" cells");
 		if ( ((PRecEvaluator)evaluator).getFmeasure() > best ) {
 		    result = (BasicAlignment)((BasicAlignment)a1).clone();
 		    best = ((PRecEvaluator)evaluator).getFmeasure();
 		}
 	    }
-	    // Displays it as SWRL Rules
+	    // Displays it as OWL Rules
 	    PrintWriter writer = new PrintWriter (
 				  new BufferedWriter(
 		                   new OutputStreamWriter( System.out, "UTF-8" )), true);
-	    AlignmentVisitor renderer = new SWRLRendererVisitor(writer);
+	    AlignmentVisitor renderer = new OWLAxiomsRendererVisitor(writer);
 	    a1.render(renderer);
 	    writer.flush();
 	    writer.close();
diff --git a/html/tutorial/index.html b/html/tutorial/index.html
index 205c909a..1a521a9f 100644
--- a/html/tutorial/index.html
+++ b/html/tutorial/index.html
@@ -39,19 +39,20 @@ div.logic {
 <dt>This version:</dt>
 <dd>http://alignapi.gforge.inria.fr/tutorial/</dd>
 <dt>Author:</dt>
-<dd><a href="http://exmo.inrialpes.fr/people/euzenat">J&eacute;r&ocirc;me Euzenat</a>, INRIA Grenoble Rh&ocirc;ne-Alpes &amp; LIG
+<dd><a href="http://exmo.inrialpes.fr/people/euzenat">J&eacute;r&ocirc;me Euzenat</a>, INRIA &amp; LIG
 </dd>
 </dl>
 
 <p style="border-bottom: 2px solid #AAAAAA; border-top: 2px solid
 	  #AAAAAA; padding-top: 15px; padding-bottom: 15px;">Here is a
-  small tutorial for the alignment <abbr>API</abbr>. Most of the tutorial is based on command-lines invocations. Of course, it is not the natural way to use this <abbr>API</abbr>: it is made for being embedded in some application programme and we are working towards implementing an alignment server that can help programmes to use the <abbr>API</abbr> remotely. The complete tutorial is also available as a self-contained <a href="script.sh" title="script for UNIX systems">script.sh</a> or <a href="script.bat" title="script for Windows systems">script.bat</a>
+  small tutorial for the alignment <abbr>API</abbr>. Most of the tutorial is based on command-lines invocations. Of course, it is not the natural way to use this <abbr>API</abbr>: it is made for being embedded in some application programme and we are working towards implementing an alignment server that can help programmes to use the <abbr>API</abbr> remotely. The complete tutorial is also available as a self-contained <a href="script.sh" title="script for UNIX systems">script.sh</a> or <a href="script.bat" title="script for Windows systems">script.bat</a>.
+We make no garantee on the MS-DOS script, it is only here for helping.
 </p>
 <p>A small <a href="server.html">companion tutorial</a> has been designed for the Alignment
   Server. It follows, as much as possible, the reasoning of this
   tutorial but provides input and output through a web browser.</p>
 <small>This tutorial has been designed for the Alignment API version
-  2.4 (it has been updated to work with version 3.2).</small>
+  2.4 (it has been updated to work with version 3.6).</small>
 	
 <h2>Preparation</h2>
 	
@@ -280,7 +281,7 @@ $ java -cp ../../lib/procalign.jar fr.inrialpes.exmo.align.util.ParserPrinter -i
 	
 <h2>Output</h2>
 	
-<p>Once a good alignment has been found, only half of the work has been done. In order to actually use our result it is necessary to transform it into some processable format. For instance, if one wants to merge two OWL ontologies, the alignment can be changed into as set of <acronym>OWL</acronym> "bridging" axioms. This is achieved by "rendering" the alignment in <acronym>OWL</acronym> (through the <tt>-r</tt> switch):</p>
+<p>Once a good alignment has been found, only half of the work has been done. In order to actually use our result it is necessary to transform it into some processable format. For instance, if one wants to merge two OWL ontologies, the alignment can be changed into set of <acronym>OWL</acronym> "bridging" axioms. This is achieved by "rendering" the alignment in <acronym>OWL</acronym> (through the <tt>-r</tt> switch):</p>
 <div class="fragment">
 $ java -cp ../../lib/procalign.jar fr.inrialpes.exmo.align.util.ParserPrinter results/SMOA5.rdf -r fr.inrialpes.exmo.align.impl.renderer.OWLAxiomsRendererVisitor
 </div>
@@ -354,20 +355,21 @@ $ java -cp ../../lib/procalign.jar fr.inrialpes.exmo.align.util.EvalAlign -i fr.
 
 <p>The first argument is always the reference alignment, the second one is the alignment to be evaluated. The result is given here:</p>
 <div class="owl"><pre>
-&lt;?xml version="1.0" encoding="utf-8" standalone="yes"?&gt;
-&lt;rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
-  xmlns:map="http://www.atl.external.lmco.com/projects/ontology/ResultsOntology.n3#"&gt;
-  &lt;map:output rdf:about=""&gt;
-    &lt;map:reference rdf:resource="file://localhost/JAVA/alignapi/html/tutorial/results/refalign.rdf"&gt;
-    &lt;map:input rdf:resource="file://localhost/JAVA/alignapi/html/tutorial/results/equal.rdf"&gt;
-    &lt;map:precision&gt;1.0&lt;/map:precision&gt;
-    &lt;map:recall&gt;0.22916666666666666&lt;/map:recall&gt;
-    &lt;fallout&gt;0.0&lt;/fallout&gt;
-    &lt;map:fMeasure&gt;0.37288135593220334&lt;/map:fMeasure&gt;
-    &lt;map:oMeasure&gt;0.22916666666666666&lt;/map:oMeasure&gt;
-    &lt;result&gt;0.22916666666666666&lt;/result&gt;
-  &lt;/map:output&gt;
-&lt;/rdf:RDF&gt;
+&lt;?xml version='1.0' encoding='utf-8' standalone='yes'?>
+&lt;rdf:RDF xmlns:rdf='http://www.w3.org/1999/02/22-rdf-syntax-ns#'
+  xmlns:map='http://www.atl.external.lmco.com/projects/ontology/ResultsOntology.n3#'>
+  &lt;map:output rdf:about=''>
+    &lt;map:input1 rdf:resource="http://alignapi.gforge.inria.fr/tutorial/myOnto.owl"/>
+    &lt;map:input2 rdf:resource="http://alignapi.gforge.inria.fr/tutorial/edu.mit.visus.bibtex.owl"/>
+    &lt;map:precision>1.0&lt;/map:precision>
+    &lt;map:recall>0.3541666666666667&lt;/map:recall>
+    &lt;fallout>0.0&lt;/fallout>
+    &lt;map:fMeasure>0.5230769230769231&lt;/map:fMeasure>
+    &lt;map:oMeasure>0.3541666666666667&lt;/map:oMeasure>
+    &lt;time>22&lt;/time>
+    &lt;result>0.3541666666666667&lt;/result>
+  &lt;/map:output>
+&lt;/rdf:RDF>
 </pre></div>
 
 <p>Of course, since that method only match objects with the same name, it is accurate, yielding a high precision. However, it has poor recall.</p>
@@ -387,20 +389,21 @@ $ java -cp ../../lib/procalign.jar fr.inrialpes.exmo.align.util.EvalAlign -i fr.
 	<input type="button" onclick="hide('qu6')" value="Hide result"/>
 </div>
 <div class="explain" id="qu6"><pre>
-&lt;?xml version="1.0" encoding="utf-8" standalone="yes"?&gt;
-&lt;rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
-  xmlns:map="http://www.atl.external.lmco.com/projects/ontology/ResultsOntology.n3#"&gt;
-  &lt;map:output rdf:about=""&gt;
-    &lt;map:reference rdf:resource="file://localhost/JAVA/alignapi/html/tutorial/results/refalign.rdf"&gt;
-    &lt;map:input rdf:resource="file://localhost/JAVA/alignapi/html/tutorial/results/levenshtein33.rdf"&gt;
-    &lt;map:precision>0.6811594202898551&lt;/map:precision&gt;
-    &lt;map:recall>0.9791666666666666&lt;/map:recall&gt;
-    &lt;fallout>0.3188405797101449&lt;/fallout&gt;
-    &lt;map:fMeasure>0.8034188034188035&lt;/map:fMeasure&gt;
-    &lt;map:oMeasure>0.5208333333333333&lt;/map:oMeasure&gt;
-    &lt;result>1.4374999999999998&lt;/result&gt;
-  &lt;/map:output&gt;
-&lt;/rdf:RDF&gt;
+&lt;?xml version='1.0' encoding='utf-8' standalone='yes'?>
+&lt;rdf:RDF xmlns:rdf='http://www.w3.org/1999/02/22-rdf-syntax-ns#'
+  xmlns:map='http://www.atl.external.lmco.com/projects/ontology/ResultsOntology.n3#'>
+  &lt;map:output rdf:about=''>
+    &lt;map:input1 rdf:resource="http://alignapi.gforge.inria.fr/tutorial/myOnto.owl"/>
+    &lt;map:input2 rdf:resource="http://alignapi.gforge.inria.fr/tutorial/edu.mit.visus.bibtex.owl"/>
+    &lt;map:precision>0.6153846153846154&lt;/map:precision>
+    &lt;map:recall>1.0&lt;/map:recall>
+    &lt;fallout>0.38461538461538464&lt;/fallout>
+    &lt;map:fMeasure>0.761904761904762&lt;/map:fMeasure>
+    &lt;map:oMeasure>0.375&lt;/map:oMeasure>
+    &lt;time>28&lt;/time>
+    &lt;result>1.625&lt;/result>
+  &lt;/map:output>
+&lt;/rdf:RDF>
 </pre></div>
 <p>It is possible to summarize these results by comparing them to each others. This can be achieved by the <tt>GroupEval</tt> class. This class can output several formats (by default html) and takes all the alignments in the subdirectories of the current directory. Here we only have the <tt>results</tt> directory:</p>
 <div class="fragment">
@@ -451,39 +454,39 @@ $ java -cp ../../lib/procalign.jar fr.inrialpes.exmo.align.util.GroupEval -r ref
 <td>1.00</td>
 <td>1.00</td>
 <td>1.00</td>
-<td>0.23</td>
-<td>0.37</td>
-<td>0.55</td>
+<td>0.35</td>
+<td>0.52</td>
+<td>0.53</td>
 <td>0.96</td>
-<td>0.70</td>
 <td>0.69</td>
+<td>0.66</td>
 <td>0.96</td>
-<td>0.80</td>
-<td>0.53</td>
+<td>0.78</td>
+<td>0.51</td>
 <td>1.00</td>
-<td>0.69</td>
 <td>0.68</td>
-<td>0.98</td>
-<td>0.80</td>
+<td>0.62</td>
+<td>1.00</td>
+<td>0.76</td>
 </tr>
 <tr bgcolor="yellow"><td>H-mean</td><td>1.00</td>
 <td>1.00</td>
 <td>1.00</td>
 <td>1.00</td>
-<td>0.23</td>
-<td>0.37</td>
-<td>0.55</td>
+<td>0.35</td>
+<td>0.52</td>
+<td>0.53</td>
 <td>0.96</td>
-<td>0.70</td>
 <td>0.69</td>
+<td>0.66</td>
 <td>0.96</td>
-<td>0.80</td>
-<td>0.53</td>
+<td>0.78</td>
+<td>0.51</td>
 <td>1.00</td>
-<td>0.69</td>
 <td>0.68</td>
-<td>0.98</td>
-<td>0.80</td>
+<td>0.62</td>
+<td>1.00</td>
+<td>0.76</td>
 </tr>
 </tbody></table>
 </center>
@@ -502,7 +505,7 @@ $ java -jar ../../lib/Procalign.jar file://$CWD/rdf/edu.umbc.ebiquity.publicatio
 
 <p>A skeleton of program using the Alignment <abbr>API</abbr> is <a href="Skeleton.java">Skeleton.java</a>. It can be compiled by invoking:</p>
 <div class="fragment">
-$ javac -classpath ../../lib/api.jar:../../lib/rdfparser.jar:../../lib/align.jar:../../lib/procalign.jar -d results Skeleton.java
+$ javac -classpath ../../lib/align.jar:../../lib/procalign.jar -d results Skeleton.java
 </div>
 <p>and run by:</p>
 <div class="fragment">
@@ -515,12 +518,12 @@ $ java -cp ../../lib/Procalign.jar:results Skeleton file://$CWD/myOnto.owl file:
   <li>Merge the two results;</li>
   <li>Trim at various thresholds;</li>
   <li>Evaluate them against the reference alignment and choose the one with the best F-Measure;</li>
-  <li>Displays it as <acronym title="Semantic Web Rule Language">SWRL</acronym> Rules.</li>
+  <li>Displays it as <acronym title="The web ontology language OWL">OWL</acronym> Rules.</li>
 </ul>
 
 <p>Of course, you can do it progressively.</p>
 <div class="fragment">
-$ javac -classpath ../../lib/api.jar:../../lib/rdfparser.jar:../../lib/align.jar:../../lib/procalign.jar -d results MyApp.java
+$ javac -classpath ../../lib/align.jar:../../lib/procalign.jar -d results MyApp.java
 $ java -cp ../../lib/Procalign.jar:results MyApp file://$CWD/myOnto.owl file://$CWD/edu.mit.visus.bibtex.owl > results/MyApp.owl
 </div>
 
@@ -531,49 +534,61 @@ $ java -cp ../../lib/Procalign.jar:results MyApp file://$CWD/myOnto.owl file://$
 </div>
 <div class="explain" id="qu7"><p>The main piece of code in Skeleton.java is replaced by:</p>
 <pre>
-// Run two different alignment methods (e.g., ngram distance and smoa)
-AlignmentProcess a1 = new StringDistAlignment();
-a1.init( onto1, onto2 );
-params.setParameter("stringFunction","smoaDistance");
-a1.align( (Alignment)null, params );
-AlignmentProcess a2 = new StringDistAlignment();
-a2.init( onto1, onto2 );
-params = new BasicParameters();
-params.setParameter("stringFunction","ngramDistance");
-a2.align( (Alignment)null, params );
-
-// Merge the two results.
-((BasicAlignment)a1).ingest(a2);
-
-// Threshold at various thresholds
-// Evaluate them against the references
-// and choose the one with the best F-Measure
-AlignmentParser aparser = new AlignmentParser(0);
-Alignment reference = aparser.parse( "file://"+(new File ( "refalign.rdf" ) . getAbsolutePath()) );
-Evaluator evaluator = new PRecEvaluator( reference, a1 );
-
-double best = 0.;
-Alignment result = null;
-for ( int i = 0; i &lt;= 10 ; i = i+2 ){
-	a1.cut( ((double)i)/10 );
-	evaluator.eval( new BasicParameters() );
-	System.err.println("Threshold "+(((double)i)/10)+" : "+((PRecEvaluator)evaluator).getFmeasure());
-	if ( ((PRecEvaluator)evaluator).getFmeasure() &gt; best ) {
-             result = (BasicAlignment)((BasicAlignment)a1).clone();
-	     best = ((PRecEvaluator)evaluator).getFmeasure();
-	}
-}
-
-// Displays it as SWRL Rules
-PrintWriter writer = new PrintWriter (
-                      new BufferedWriter(
-	               new OutputStreamWriter( System.out, "UTF-8" )), true);
-AlignmentVisitor renderer = new SWRLRendererVisitor(writer);
-result.render(renderer);
-writer.flush();
-writer.close();
+  // Run two different alignment methods (e.g., ngram distance and smoa)
+  AlignmentProcess a1 = new StringDistAlignment();
+  params.setParameter("stringFunction","smoaDistance");
+  a1.init ( onto1, onto2 );
+  a1.align( (Alignment)null, params );
+  AlignmentProcess a2 = new StringDistAlignment();
+  a2.init ( onto1, onto2 );
+  params = new BasicParameters();
+  params.setParameter("stringFunction","ngramDistance");
+  a2.align( (Alignment)null, params );
+
+  // Merge the two results.
+  ((BasicAlignment)a1).ingest(a2);
+
+  // Threshold at various thresholds
+  // Evaluate them against the references
+  // and choose the one with the best F-Measure
+  AlignmentParser aparser = new AlignmentParser(0);
+  // Changed by Angel for Windows
+  //Alignment reference = aparser.parse( "file://"+(new File ( "refalign.rdf" ) . getAbsolutePath()) );
+  Alignment reference = aparser.parse( (new File ( "refalign.rdf" ) ) . toURL() . toString());
+  Evaluator evaluator = new PRecEvaluator( reference, a1 );
+
+  double best = 0.;
+  Alignment result = null;
+  Parameters p = new BasicParameters();
+  for ( int i = 0; i <= 10 ; i += 2 ){
+    a1.cut( ((double)i)/10 );
+    evaluator = new PRecEvaluator( reference, a1 );
+    evaluator.eval( p );
+    System.err.println("Threshold "+(((double)i)/10)+" : "+((PRecEvaluator)evaluator).getFmeasure()+" over "+a1.nbCells()+" cells");
+    if ( ((PRecEvaluator)evaluator).getFmeasure() > best ) {
+       result = (BasicAlignment)((BasicAlignment)a1).clone();
+       best = ((PRecEvaluator)evaluator).getFmeasure();
+    }
+  }
+  // Displays it as OWL Rules
+  PrintWriter writer = new PrintWriter (
+		        new BufferedWriter(
+	                 new OutputStreamWriter( System.out, "UTF-8" )), true);
+  AlignmentVisitor renderer = new OWLAxiomsRendererVisitor(writer);
+  a1.render(renderer);
+  writer.flush();
+  writer.close();
 </pre></div>
-
+<p>The execution provides an insight about the best threshold:
+<pre>
+Threshold 0.0 : 0.4693877551020408 over 148 cells
+Threshold 0.2 : 0.5227272727272727 over 128 cells
+Threshold 0.4 : 0.5476190476190476 over 120 cells
+Threshold 0.6 : 0.6478873239436619 over 94 cells
+Threshold 0.8 : 0.75 over 72 cells
+Threshold 1.0 : 0.5151515151515151 over 18 cells
+</pre>
+<p>
 <p>A full working solution is <a href="MyApp.java">MyApp.java</a>.</p>
 
 <div class="logic"><p><b>More work:</b> Can you add a switch like the <tt>-i</tt> switch of <tt>Procalign</tt> so that the main class of the application can be passed at commant-line.</p></div>
@@ -586,13 +601,6 @@ writer.close();
 	
 <p>More info: <a href="http://alignapi.gforge.inria.fr">http://alignapi.gforge.inria.fr</a></p>
 	
-<!--
-Planning:
-- Alignment server (incl. DB storage, agents, WSDL service)
-- Extensive composition operators (with comp. tables)
-- Expressive alignment language (with SEKT/Franį¯Šs Sharffe)
--->
-	
 <h2>Acknowledgements</h2>
 	
 <p>The format of this tutorial has been shamelessly borrowed from Sean Bechhofer's <a href="http://owl.man.ac.uk/2005/07/sssw/"><acronym>OWL</acronym> tutorial</a>.</p>	
diff --git a/html/tutorial/script.bat b/html/tutorial/script.bat
index 2f60a66e..3505890c 100755
--- a/html/tutorial/script.bat
+++ b/html/tutorial/script.bat
@@ -86,11 +86,11 @@ java -cp ../../lib/procalign.jar fr.inrialpes.exmo.align.util.GroupEval -r refal
 rem #####################
 rem # Embedding
 
-javac -classpath ../../lib/api.jar;../../lib/rdfparser.jar;../../lib/align.jar;../../lib/procalign.jar;results -d results Skeleton.java
+javac -classpath ../../lib/align.jar;../../lib/procalign.jar;results -d results Skeleton.java
 
 java -cp ../../lib/procalign.jar;results Skeleton file://%CWD%/myOnto.owl file://%CWD%/edu.mit.visus.bibtex.owl
 
-javac -classpath ../../lib/api.jar;../../lib/rdfparser.jar;../../lib/align.jar;../../lib/procalign.jar -d results MyApp.java
+javac -classpath ../../lib/align.jar;../../lib/procalign.jar -d results MyApp.java
 
 java -cp ../../lib/procalign.jar;results MyApp file://%CWD%/myOnto.owl file://%CWD%/edu.mit.visus.bibtex.owl
 
diff --git a/html/tutorial/script.sh b/html/tutorial/script.sh
index addd38d8..56ce6387 100644
--- a/html/tutorial/script.sh
+++ b/html/tutorial/script.sh
@@ -79,11 +79,10 @@ java -cp ../../lib/procalign.jar fr.inrialpes.exmo.align.util.GroupEval -r refal
 #####################
 # Embedding
 
-javac -classpath ../../lib/api.jar:../../lib/rdfparser.jar:../../lib/align.jar:../../lib/procalign.jar -d results Skeleton.java
+javac -classpath ../../lib/align.jar:../../lib/procalign.jar -d results Skeleton.java
 
 java -cp ../../lib/Procalign.jar:results Skeleton file://$CWD/myOnto.owl file://$CWD/edu.mit.visus.bibtex.owl
 
-javac -classpath ../../lib/api.jar:../../lib/rdfparser.jar:../../lib/align.jar:../../lib/procalign.jar -d results MyApp.java
+javac -classpath ../../lib/align.jar:../../lib/procalign.jar -d results MyApp.java
 
-#///////////// STRANGE RESULTS
 java -cp ../../lib/Procalign.jar:results MyApp file://$CWD/myOnto.owl file://$CWD/edu.mit.visus.bibtex.owl > results/MyApp.owl
diff --git a/html/tutorial/server.html b/html/tutorial/server.html
index 8f5697e9..0ad5c124 100644
--- a/html/tutorial/server.html
+++ b/html/tutorial/server.html
@@ -48,7 +48,8 @@ div.logic {
 Here is an illustration of the <A href="index.html">Alignment API
     tutorial</a> using the alignment server.</p>
 <small>This tutorial has been designed for the Alignment API version
-  3.0.</small>
+  3.0. Actual screendumps may vary since the interface has evolved
+  but the functionalities remain.</small>
 	
 <h2>Launching the alignment server for the first time</h2>
 
@@ -80,7 +81,7 @@ You can browse in these menus to see what is available.</p>
 
 <h2>Matching</h2>
 	
-<p>Your firts matching task can be achieved by selecting the "Match
+<p>Your first matching task can be achieved by selecting the "Match
   ontology" button in the user menu:
 <center><img src="server/matching1.png" /></center>
 As most of the tasks through the Alignment server, it provides a
@@ -143,15 +144,16 @@ Trimming, as most operations in the server, generate a new alignment:
 <center><img src="server/align5.png" width="100%" /></center></p>
 <div class="logic"><p><b>More work:</b> There is another switch (<tt>-T</tt>) in Procalign that specifies the way a threshold is applied (hard|perc|prop|best|span) the default being "hard". The curious reader can apply these and see the difference in results. How they work is explained in the Alignment <abbr>API</abbr> documentation.</p></div>
 
-<p><b>Other manipulations:</b> It is possible to invert an alignment with the following command:</p>
-<b>WE NEED A SCREEN DUMP HERE</b></p>
+<p><b>Other manipulations:</b> It is possible to invert an alignment
+  by using the </p>
+<center><img src="server/invert1.png" /></center>
 	
 <h2>Output</h2>
 	
 <p>From the server, it is possible to generate all the formats
   available at the command line (depending on your browser, this may
   require to see the source of returned documents). This is achieved
-  by using the "Retrieve an alignment" button of the user menu:
+  by using the "Render an alignment" button of the user menu:
 <center><img src="server/retr1.png" /></center>
 Here is a result in OWL:
 <center><img src="server/format1.png" width="100%" /></center>
diff --git a/html/tutorial/server/invert1.png b/html/tutorial/server/invert1.png
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HcmV?d00001

-- 
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